Technology
3D Printing: Advancements in Product Manufacturing
3D Printing: Advancements in Product Manufacturing
3D printing, also known as additive manufacturing, has revolutionized the field of product manufacturing, offering unprecedented flexibility, customization, and efficiency. Over the past decade, advancements in 3D printing technology have enabled industries to innovate rapidly, reduce production costs, and accelerate time-to-market for new products. This article explores the latest advancements in 3D printing, their implications for various industries, and future trends that are shaping the future of manufacturing.
The Evolution of 3D Printing Technology
3D printing has come a long way since its inception in the 1980s. Initially used primarily for rapid prototyping, the technology has evolved to become a crucial component of modern manufacturing processes. Early 3D printers used stereolithography (SLA) and fused deposition modeling (FDM) to create prototypes, but today’s advanced systems employ a variety of techniques, including selective laser sintering (SLS), digital light processing (DLP), and multi-material printing.
One of the most significant advancements is the development of high-resolution printers capable of producing intricate designs with exceptional detail. Modern 3D printers can create parts with layer resolutions as fine as 20 microns, enabling the production of highly precise components. Additionally, advancements in materials science have expanded the range of printable materials to include metals, ceramics, and advanced polymers, further broadening the applications of 3D printing.
Applications of 3D Printing in Various Industries
- Aerospace:
The aerospace industry has been a pioneer in adopting 3D printing technology due to its potential for producing lightweight, high-strength components. Companies like Boeing and Airbus use 3D printing to manufacture parts for aircraft, such as engine components and structural elements. The ability to produce complex geometries that reduce weight without compromising strength has led to significant fuel savings and improved performance.
- Healthcare:
In healthcare, 3D printing is transforming the way medical devices and implants are designed and manufactured. Custom prosthetics and orthotics are now produced using 3D printing, allowing for personalized fittings that enhance comfort and functionality. Moreover, bioprinting, which involves printing with living cells, holds promise for creating tissue and organ structures for transplantation and regenerative medicine.
- Automotive:
The automotive industry benefits from 3D printing through rapid prototyping and production of custom parts. Manufacturers like Ford and General Motors use 3D printing to test and refine designs before mass production. Additionally, 3D printing allows for the creation of complex components that would be challenging to produce using traditional methods, leading to lighter and more efficient vehicles.
- Consumer Goods:
Consumer goods companies are leveraging 3D printing to offer personalized products and streamline production. From custom jewelry to bespoke home decor items, 3D printing enables consumers to design and order products tailored to their preferences. Brands like Adidas and Nike are incorporating 3D printing into their footwear lines, providing custom-fit shoes and innovative designs.
- Construction:
The construction industry is exploring 3D printing for building structures and components. Large-scale 3D printers can create building elements, such as walls and foundations, using materials like concrete and composites. This approach promises faster construction times and reduced material waste, contributing to more sustainable building practices.
Recent Innovations in 3D Printing Technology
- Multi-Material Printing:
Multi-material 3D printing allows for the creation of complex objects using different materials within a single print job. This innovation is particularly useful for producing functional prototypes and end-use parts with varying properties, such as flexibility, rigidity, and thermal resistance. Companies are developing printers capable of handling multiple materials simultaneously, expanding the potential applications of 3D printing.
- Speed and Efficiency:
Recent advancements focus on improving the speed and efficiency of 3D printing processes. High-speed 3D printing technologies, such as Continuous Liquid Interface Production (CLIP) and Multi Jet Fusion (MJF), enable faster production of parts by using innovative techniques to reduce printing time. These technologies enhance productivity and make 3D printing more viable for mass production.
- Advanced Materials:
The development of new materials for 3D printing is driving innovation across industries. Researchers are exploring materials with enhanced properties, such as high-temperature resistance, biocompatibility, and increased strength. For example, metal 3D printing technologies are being used to produce parts for high-performance applications, including aerospace and automotive components.
- AI and Machine Learning Integration:
Artificial intelligence (AI) and machine learning are being integrated into 3D printing systems to optimize design and manufacturing processes. AI algorithms can analyze and improve print quality, predict and prevent defects, and automate design adjustments. This integration enhances the overall efficiency and accuracy of 3D printing, making it more reliable for complex applications.
- Sustainability:
Sustainability is a growing focus in 3D printing technology. Efforts are being made to develop eco-friendly materials and reduce waste associated with the manufacturing process. Companies are exploring ways to recycle and repurpose materials, such as using recycled plastics and biodegradable filaments, to minimize the environmental impact of 3D printing.
Competitive Table: 3D Printing Technologies
Technology/Company | Key Features | Strengths | Weaknesses | Market Position |
Formlabs Form 3+ | – SLA technology <br> – High resolution <br> – Large build volume | – High precision <br> – Versatile material options | – Expensive <br> – Requires post-processing | High-end consumer/professional market |
Ultimaker S5 | – FDM technology <br> – Dual extrusion <br> – Open material system | – Large build size <br> – User-friendly <br> – Reliable | – Lower resolution compared to SLA <br> – Higher initial cost | Professional and industrial market |
Stratasys Fortus 900mc | – FDM technology <br> – Advanced thermoplastics <br> – Large build volume | – High durability <br> – Suitable for functional prototypes | – Very high cost <br> – Complex setup | Industrial and aerospace sectors |
Markforged Metal X | – Metal 3D printing <br> – One-step process <br> – High-strength materials | – Produces strong metal parts <br> – Simplified process | – High cost <br> – Limited material variety | High-performance industrial market |
Carbon M2 | – CLIP technology <br> – Fast production <br> – High resolution | – Rapid production <br> – High-quality prints | – Limited material options <br> – High cost | Advanced manufacturing and medical sectors |
Analysis Table: 3D Printing Advancements
Technology/Company | Strengths | Weaknesses | Opportunities | Threats |
Formlabs Form 3+ | – High precision <br> – Versatile <br> – Large build volume | – Costly <br> – Requires post-processing | – Expanding into new material options <br> – Enhanced features | – Competition from other high-resolution technologies |
Ultimaker S5 | – Reliable <br> – User-friendly <br> – Versatile | – Lower resolution <br> – Higher initial cost | – Development of new material compatibility <br> – Integration with advanced software | – Emerging technologies offering higher resolution |
Stratasys Fortus 900mc | – Durable parts <br> – Suitable for functional prototypes | – Very high cost <br> – Complex setup | – Broader adoption in industrial applications <br> – Integration with automated systems | – Competition from more cost-effective solutions |
Markforged Metal X | – Strong metal parts <br> – Simplified process | – High cost <br> – Limited material options | – Expansion of material options <br> – Integration into new industries | – Advances in other metal printing technologies |
Carbon M2 | – Rapid production <br> – High-quality prints | – High cost <br> – Limited material variety | – Development of new materials <br> – Increased adoption in various industries | – Competition from other rapid production technologies |
Conclusion
The field of 3D printing is evolving rapidly, with advancements in technology driving innovations across various industries. From aerospace and healthcare to consumer goods and construction, 3D printing is transforming how products are designed, manufactured, and customized. As technology continues to advance, we can expect even more sophisticated 3D printing solutions that will further revolutionize manufacturing processes and offer new opportunities for businesses and consumers alike. Keeping abreast of these developments will be crucial for leveraging the full potential of 3D printing in the future.
Technology
What Is the Internet of Things (IoT) in 2025?
The Internet of Things (IoT) has transformed the way we live, work, and interact with technology. From smart homes that anticipate our needs to connected industrial systems that optimize production, IoT is no longer just a concept—it’s a reality embedded in our daily lives. But where is IoT headed in 2025?
This blog takes a closer look at the evolution of IoT, its current trends, its impact across industries, and predictions for the near future. Whether you’re a tech enthusiast fascinated by innovation or a business owner exploring opportunities, this guide will keep you ahead of the curve.
Key Trends and Innovations in IoT
The IoT ecosystem has grown rapidly over the years, and by 2025, it promises even greater advancements. Let’s explore some of the key trends shaping IoT today:
1. Rise of 5G-Driven IoT
With the widespread adoption of 5G networks, IoT devices are becoming faster, more efficient, and increasingly reliable. Low latency and high-speed connectivity enable seamless communication between devices, paving the way for advanced use cases such as autonomous vehicles and real-time monitoring in healthcare.
2. Edge Computing Revolutionizing IoT
Edge computing is enhancing IoT’s capabilities by processing data closer to the source. This reduces reliance on centralized cloud servers, cutting down on latency and improving security. For example, industrial IoT systems are using edge computing to process critical data locally, ensuring faster response times and minimizing risks.
3. AI-Powered IoT
Artificial Intelligence (AI) has become deeply integrated with IoT, enabling smart devices to learn, adapt, and make decisions. AI-powered IoT applications like predictive maintenance and intelligent home assistants are becoming the norm. As machine learning algorithms continue to evolve, IoT innovations will become even more intuitive and efficient.
4. IoT and Blockchain
Blockchain technology is playing a vital role in improving IoT security and transparency. By creating decentralized networks, blockchain prevents data tampering and ensures trust among connected devices. This is particularly impactful in supply chain management and smart contracts.
5. Sustainability and IoT
Sustainability is a growing concern across industries, and IoT is stepping in to address it. From smart grids that optimize energy consumption to precision agriculture that minimizes waste, IoT is helping businesses achieve eco-friendly practices.
IoT in Different Industries
The versatility of IoT is evident in its adoption across various sectors. Here’s a closer look at some of its most significant transformations:
Healthcare
IoT has revolutionized healthcare by introducing wearable devices, remote monitoring, and smart medical equipment. For example, IoT-enabled devices like glucose monitors and heart rate sensors allow doctors to track patients’ health in real-time, reducing hospital visits and improving outcomes.
Example: Medtronic, a leader in medical devices, utilizes IoT to connect insulin pumps with glucose monitoring systems, ensuring better diabetes management for patients globally.
Manufacturing
Industrial IoT (IIoT) has transformed manufacturing by enabling predictive maintenance, real-time monitoring, and smart production lines. Connected sensors on equipment can detect potential failures before they occur, saving both time and costs.
Example: General Electric’s Predix platform provides industrial operators with critical insights derived from IoT data to optimize their operations.
Retail
IoT in retail has reshaped customer experiences. Smart shelves, RFID tags, and beacons are enhancing inventory management and personalized shopping. IoT-driven analytics enable retailers to anticipate customer needs and streamline supply chains.
Example: Amazon Go stores use IoT sensors and computer vision to create cashier-less shopping experiences, revolutionizing retail convenience.
Smart Cities
The concept of smart cities is being realized through IoT solutions. Connected streetlights, waste management systems, and traffic monitoring devices are improving urban living. IoT is enabling cities to reduce energy consumption, minimize pollution, and enhance public safety.
Example: Barcelona has implemented IoT-based smart parking solutions, significantly reducing traffic congestion and fuel consumption.
Challenges and Opportunities in the IoT Space
While the potential of IoT is vast, its adoption comes with challenges that must be addressed for it to reach its full potential.
Challenges
- Data Security and Privacy: With billions of connected devices, ensuring data security is a significant concern. Breaches can compromise sensitive information and damage trust.
- Interoperability: Integrating devices from different manufacturers often poses compatibility issues, hindering seamless communication.
- Infrastructure Costs: Building infrastructure to support IoT adoption—such as 5G networks and edge computing systems—requires substantial investment.
- Skills Gap: The demand for skilled professionals in IoT development and management remains unmet, slowing innovation.
Opportunities
Despite the challenges, IoT continues to present numerous opportunities:
- Business Optimization: Companies can reduce operational costs, enhance efficiency, and improve processes with IoT solutions.
- New Revenue Streams: IoT is opening doors for businesses to create new products, services, and subscription models.
- Enhanced Customer Experiences: IoT allows for hyper-personalization, offering tailored experiences that resonate with customers.
- Sustainability Goals: IoT solutions help businesses meet environmental targets through optimized resource management.
The Future of IoT: Predictions for 2025
What does the future hold for IoT? Experts agree that by 2025, IoT will become even more ingrained in our daily lives and business operations, driving the next wave of digital transformation.
- Hyper-Connectivity: IoT ecosystems will expand to connect over 75 billion devices globally by 2025. This hyper-connectivity will unlock smarter solutions across industries.
- Human-Centric IoT: Expect IoT devices to focus on creating seamless, intuitive experiences that improve user convenience and quality of life.
- IoT Governance: Governments and organizations will introduce standardized policies to regulate IoT practices, particularly concerning security and privacy.
- IoT-Driven Innovation: Sectors like autonomous vehicles, renewable energy, and space exploration will rely on IoT to achieve breakthroughs.
- Democratization of IoT: IoT technology will become more affordable and accessible, enabling small businesses and startups to harness its potential.
Why IoT Matters More Than Ever
The Internet of Things is no longer just a buzzword—it’s a game-changer shaping the digital landscape. From driving efficiency to unlocking new opportunities, IoT is transforming industries and lives alike.
At Sequelnet.com, we empower businesses and individuals to tap into the full potential of IoT. Explore our services and insights to stay ahead in this exciting field. What are your thoughts on IoT in 2025? Share them in the comments below!
Technology
The New Frontier: Innovations in Space Exploration
Space exploration has always been a realm that sparks curiosity and ambition. From humanity’s first steps on the Moon to planning missions to Mars, our fascination with the cosmos knows no bounds. But space exploration is no longer confined to government agencies or long-standing players like NASA and ESA. We’re entering a new era with groundbreaking technologies, private sector involvement, and international collaborations that are reshaping our understanding of the universe.
This blog dives into the key innovations driving today’s space exploration, their implications for the future, and how you, as a space enthusiast, can engage with this new frontier.
A Brief History of Space Exploration
To understand where we’re going, it helps to look back at some of the pivotal moments in space exploration’s history.
The Early Milestones
It all began in the mid-20th century with the Space Race, a period of intense competition between the United States and the Soviet Union. Key milestones included the launch of Sputnik 1 in 1957—the first artificial satellite—and Yuri Gagarin becoming the first human in space in 1961. Just eight years later, humanity reached a new peak with the Apollo 11 Moon landing, marking Neil Armstrong’s immortalized first steps on the lunar surface.
Key Technological Breakthroughs
Over the years, advancements in technology significantly expanded our capabilities for exploring space. Innovations such as reusable spacecraft (think Space Shuttle missions), GPS-enabled satellites, and interplanetary probes like Voyager have laid the foundation for modern endeavors. These achievements not only answered age-old questions about our solar system but also widened the horizons for future exploration.
Current Innovations in Space Technology
Space exploration today is accelerating at an unprecedented pace due to cutting-edge innovations. Here’s a closer look at the breakthroughs redefining how we reach and explore the cosmos.
Advanced Rocket Propulsion Systems
Traditional chemical propulsion systems made early milestones possible but had significant limitations in cost and reusability. Now, reusability is a focus, particularly with innovations like SpaceX’s Falcon 9 rocket, which drastically reduces launch costs by enabling rockets to return and land safely. Meanwhile, new technologies such as ion and nuclear propulsion are promising next-generation spacecraft with higher efficiency and faster travel times.
AI and Robotics in Space Missions
Artificial intelligence (AI) and robotics are revolutionizing space missions. Autonomous rovers like Perseverance, currently traversing Mars, are equipped with AI that allows them to adapt to their environments. Similarly, robotic arms and drones are assisting astronauts aboard the International Space Station (ISS) with maintenance tasks. These technologies are also being tested for use in deep-space exploration, where human intervention is often impossible.
Revolutionary Satellite Technology
Satellite technology has moved far beyond telecommunications. Modern nanosatellites, or CubeSats, have democratized space, allowing researchers, universities, and private companies to launch affordable missions. These innovative satellites are used for global internet access (e.g., SpaceX’s Starlink), environmental monitoring, and even tracking climate change in real time.
The Future of Space Exploration
The next decade promises to be nothing short of extraordinary for space exploration, bringing forth projects and concepts that were once confined to the realm of science fiction.
Lunar and Martian Exploration
One of the most anticipated missions is NASA’s Artemis program, aimed at returning humans to the Moon, this time using it as a gateway for further exploration. Meanwhile, Mars is the next big frontier. NASA and international organizations aim to send humans to the Red Planet by the 2030s, with SpaceX taking ambitious steps toward its colonization.
Commercial Space Travel
Private companies like Blue Origin, Virgin Galactic, and SpaceX are leading the way in making space more accessible to civilians. Suborbital flights are becoming a reality, allowing tourists a glimpse of space’s wonders. The possibility of orbiting hotels or even long-term lunar stays could turn commercial space travel into a thriving industry.
International Collaborations
Space exploration is becoming increasingly collaborative, breaking the boundaries of individual nations. The Lunar Gateway project, developed by NASA, ESA, and other global agencies, aims to create a permanent lunar outpost. Additionally, China’s space program has established a successful lunar presence and is forging partnerships for further exploration.
Why Space Exploration Matters
Exploring space is not a goal unto itself—it has far-reaching implications and benefits for humanity as a whole.
Economic and Technological Advancements
Space research continually pushes the boundaries of what’s possible, leading to practical innovations that benefit Earth-based industries. GPS, weather prediction systems, and even medical technologies like CT scans had their origins in space research. The growing space economy also drives job creation in engineering, science, and manufacturing.
Addressing Global Challenges
Satellites play a critical role in addressing some of Earth’s biggest challenges. From monitoring climate change to supporting disaster response efforts, space technology provides data that drive real-world solutions. Space exploration also fosters international cooperation, offering a hopeful counterbalance to geopolitical tensions.
Inspiring Future Generations
Space inspires like little else. The progress we make pushes STEM education into the spotlight, encouraging young minds to imagine and create a better future. With global interest in space at an all-time high, exposure to space initiatives continues to ignite curiosity and drive innovation.
How You Can Get Involved
Excited by what’s happening in the world of space exploration? Here’s how you can play a part, even from Earth!
- Stay Educated: Follow the latest news from trusted sources like NASA, ESA, or SpaceX. Many organizations offer free content, webinars, and live feeds from ongoing missions.
- Explore STEM Resources: Platforms like Khan Academy or Coursera provide excellent courses on astronomy, physics, and space science suited for learners at any level.
- Support Space Advocacy Groups: Join organizations like The Planetary Society or Explore Mars to advocate for space research and policy funding.
- Attend Events and Museums: Explore local planetariums, space centers, or attend webinars and conferences to engage with space-minded communities.
If you’re a STEM educator, use these topics to inspire students about the infinite possibilities beyond our skies.
What Lies Ahead in the Cosmos
Space exploration is no longer just about venturing into the unknown; it’s about innovation, collaboration, and finding solutions to Earth’s challenges. Whether through designing advanced technologies or inspiring young scientists, the progress we’re witnessing today has the potential to secure humanity’s place in the universe.
Whatever your role—observer, student, or professional—your interest and curiosity in space exploration contribute to a larger purpose. Join this interstellar renaissance by staying informed, engaging in discussions, or participating in educational initiatives.
The future of space isn’t just for astronauts or agencies—it’s for everyone with their eyes turned skyward.
Technology
The Power of Nvidia in the Realm of Artificial Intelligence
Over the past decade, Nvidia has evolved from a leader in graphics processing to a pioneering force in artificial intelligence (AI). Known initially for revolutionizing gaming with its cutting-edge GPUs (Graphics Processing Units), Nvidia now plays a pivotal role in the development and deployment of AI technologies. Whether you’re a tech enthusiast, AI developer, gamer, or data scientist, understanding Nvidia’s impact on AI unveils the transformative technologies shaping our digital future.
This post dives into Nvidia’s contributions to AI development, its influence on gaming and data science, and its promising role in shaping the future of AI.
Nvidia’s Impact on AI Development
Delivering unmatched power in parallel computing, Nvidia’s GPUs have become an essential tool for AI training and inference. But what sets Nvidia apart from competitors? Simply put, it’s the ability to process vast amounts of data with speed and precision.
Why GPUs Matter in AI
AI, particularly machine learning (ML) and deep learning (DL), relies on processing colossal datasets to learn and make decisions. CPUs, while great for general-purpose computing, lack the necessary bandwidth for highly parallelized operations. Nvidia’s GPUs shine in this domain, offering thousands of cores that can efficiently process these data-intense computations simultaneously.
Thousands of companies and research institutes use Nvidia’s GPUs for practical applications, such as training chatbots, deploying self-driving vehicles, and even simulating protein folding for medical research. Take, for example:
- OpenAI’s GPT models: Nvidia’s GPUs underpin training for advanced language models like ChatGPT, allowing AI to generate human-like text.
- Healthcare AI: Tools like AI-driven medical imaging harness Nvidia’s GPU power to accelerate disease detection and diagnosis.
CUDA and AI Frameworks
Nvidia’s Compute Unified Device Architecture (CUDA) further strengthens its role in AI development. CUDA enables software developers to accelerate computations using Nvidia GPUs across popular AI frameworks like TensorFlow and PyTorch. This seamless integration allows developers to iterate faster and build more accurate AI systems.
The Marriage of Nvidia and Gaming
Gaming has always been Nvidia’s foundation, and its influence in the industry continues to set it apart from its competitors. Today, Nvidia’s GPUs power some of the most immersive gaming experiences available, turning once-distant possibilities into mainstream expectations.
Ray Tracing Technology
One of Nvidia’s most significant contributions to gaming is real-time ray tracing—a rendering technique that mimics how light rays interact with objects in the real world. Thanks to Nvidia’s RTX series GPUs, titles such as Cyberpunk 2077, Control, and Minecraft RTX Edition boast incredibly realistic reflections, shadows, and lighting effects.
AI-Powered Graphics Enhancements
Artificial intelligence has also reshaped visual fidelity and performance in gaming. Nvidia’s DLSS (Deep Learning Super Sampling) leverages AI to upscale lower-resolution frames into higher resolutions without exhausting the GPU’s resources. This results in smoother gameplay and crisper image quality, satisfying competitive gamers and casual players alike.
GeForce Now and Cloud Gaming
Cloud gaming represents the future, and Nvidia’s GeForce Now service is at the forefront. By using Nvidia-powered servers, players can stream high-quality games on any device—even ones with limited hardware capabilities. This democratization of gaming technology brings AAA titles to laptops, tablets, and even mobile phones.
Nvidia’s Role in Data Science and Supercomputing
Nvidia’s expertise stretches far beyond gaming. Its GPUs are indispensable in supercomputing and data science fields, where researchers need to process massive datasets quickly and efficiently.
High-Performance Computing in Data Centers
Data centers worldwide rely on Nvidia GPUs to tackle complex computational problems. For instance, Nvidia’s A100 Tensor Core GPU offers unparalleled performance for large-scale machine learning workloads. It powers tasks such as natural language processing (NLP), fraud detection, and climate modeling.
Empowering Data Scientists
Data scientists leverage Nvidia’s GPUs to handle big data and advanced analytics. Using Nvidia RAPIDS, an open-source data science framework, professionals can accelerate workflows for everything from customer segmentation to predictive modeling—directly on their GPUs.
Breakthroughs in AI Research
Nvidia also powers groundbreaking AI research through its DGX systems and partnerships with institutions like the Massachusetts Institute of Technology (MIT). These cutting-edge tools have contributed to advancements in computer vision, autonomous robotics, and even generative AI models transforming creative industries.
The Future of AI with Nvidia
Looking ahead, Nvidia’s growth trajectory suggests it will remain instrumental in advancing AI technologies. Here are a few ways Nvidia is shaping the future:
AI-Powered Autonomous Systems
Nvidia’s DRIVE platform is a comprehensive AI ecosystem for autonomous vehicles. Equipped with the power of Nvidia GPUs, platforms like DRIVE Orin aim to make self-driving cars safer and smarter.
Omniverse and Virtual Collaboration
Nvidia Omniverse, a tool for creating 3D virtual worlds, could revolutionize industries like architecture, product design, and media production. By combining AI and physics simulation, Omniverse facilitates seamless collaboration across teams in highly realistic virtual environments.
AI at the Edge
With the rise of edge computing, Nvidia is empowering businesses to deploy AI closer to the source of data collection. From retail analytics to factory automation, Nvidia’s Jetson edge computing platform is unlocking smarter, faster decisions wherever CPUs can’t keep up.
Green AI Initiatives
Sustainability is a growing focus for Nvidia. Through innovations like energy-efficient data center optimization, Nvidia aims to reduce AI’s environmental impact substantially—ushering in an era of “green AI.”
Unlocking the Potential of Nvidia in AI, Gaming, and Beyond
As Nvidia continues to push boundaries across AI, gaming, and data science, one thing becomes clear—its innovations are essential drivers of progress in today’s tech landscape. From powering the gaming experiences we cherish to shaping the laboratories of tomorrow, Nvidia’s impact is undeniable.
Whether you’re an AI developer building the next breakthrough solution, a data scientist crunching massive datasets, or a gamer enjoying lifelike virtual worlds, Nvidia provides the tools to turn ideas into reality. And with a bold vision for the future, Nvidia shows no signs of slowing down. The question is—how will you harness the power of Nvidia to shape your tomorrow?
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